Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: IDH3B

Gene summary for IDH3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IDH3B

Gene ID

3420

Gene nameisocitrate dehydrogenase (NAD(+)) 3 non-catalytic subunit beta
Gene AliasRP46
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

A0A087X2E5


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
3420IDH3BHTA11_2487_2000001011HumanColorectumSER4.32e-093.77e-01-0.1808
3420IDH3BHTA11_1938_2000001011HumanColorectumAD5.22e-155.15e-01-0.0811
3420IDH3BHTA11_78_2000001011HumanColorectumAD1.77e-103.50e-01-0.1088
3420IDH3BHTA11_347_2000001011HumanColorectumAD7.25e-194.16e-01-0.1954
3420IDH3BHTA11_411_2000001011HumanColorectumSER1.34e-045.53e-01-0.2602
3420IDH3BHTA11_3361_2000001011HumanColorectumAD1.16e-073.42e-01-0.1207
3420IDH3BHTA11_83_2000001011HumanColorectumSER6.91e-042.87e-01-0.1526
3420IDH3BHTA11_696_2000001011HumanColorectumAD8.53e-144.38e-01-0.1464
3420IDH3BHTA11_1391_2000001011HumanColorectumAD1.08e-185.45e-01-0.059
3420IDH3BHTA11_7862_2000001011HumanColorectumAD2.97e-084.50e-01-0.0179
3420IDH3BHTA11_866_3004761011HumanColorectumAD8.81e-164.25e-010.096
3420IDH3BHTA11_8622_2000001021HumanColorectumSER1.94e-105.78e-010.0528
3420IDH3BHTA11_7663_2000001011HumanColorectumSER2.21e-044.06e-010.0131
3420IDH3BHTA11_10623_2000001011HumanColorectumAD2.82e-064.22e-01-0.0177
3420IDH3BHTA11_6801_2000001011HumanColorectumSER1.81e-077.33e-010.0171
3420IDH3BHTA11_10711_2000001011HumanColorectumAD3.55e-062.81e-010.0338
3420IDH3BHTA11_7696_3000711011HumanColorectumAD6.32e-134.41e-010.0674
3420IDH3BHTA11_7469_2000001011HumanColorectumAD4.23e-034.83e-01-0.0124
3420IDH3BHTA11_99999970781_79442HumanColorectumMSS8.73e-154.44e-010.294
3420IDH3BHTA11_99999965104_69814HumanColorectumMSS1.78e-185.50e-010.281
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0006091ColorectumADgeneration of precursor metabolites and energy209/3918490/187233.17e-286.61e-25209
GO:0009060ColorectumADaerobic respiration108/3918189/187239.14e-281.43e-24108
GO:0045333ColorectumADcellular respiration119/3918230/187233.21e-254.02e-22119
GO:0015980ColorectumADenergy derivation by oxidation of organic compounds143/3918318/187232.78e-222.49e-19143
GO:0022900ColorectumADelectron transport chain89/3918175/187231.42e-188.91e-1689
GO:0006099ColorectumADtricarboxylic acid cycle19/391830/187235.82e-072.09e-0519
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0006734ColorectumADNADH metabolic process16/391829/187235.32e-059.01e-0416
GO:0043648ColorectumADdicarboxylic acid metabolic process34/391896/187237.22e-047.28e-0334
GO:00090601ColorectumSERaerobic respiration96/2897189/187235.53e-301.70e-2696
GO:00453331ColorectumSERcellular respiration103/2897230/187232.35e-263.61e-23103
GO:00060911ColorectumSERgeneration of precursor metabolites and energy168/2897490/187231.39e-251.70e-22168
GO:00159801ColorectumSERenergy derivation by oxidation of organic compounds119/2897318/187235.28e-224.62e-19119
GO:00229001ColorectumSERelectron transport chain77/2897175/187231.77e-191.36e-1677
GO:00060991ColorectumSERtricarboxylic acid cycle15/289730/187231.02e-053.34e-0415
GO:00060661ColorectumSERalcohol metabolic process79/2897353/187233.50e-045.50e-0379
GO:00067341ColorectumSERNADH metabolic process12/289729/187237.22e-049.44e-0312
GO:00090602ColorectumMSSaerobic respiration98/3467189/187233.35e-251.05e-2198
GO:00060912ColorectumMSSgeneration of precursor metabolites and energy186/3467490/187231.14e-242.15e-21186
GO:00453332ColorectumMSScellular respiration107/3467230/187231.64e-222.05e-19107
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa01200ColorectumADCarbon metabolism55/2092115/84655.53e-088.42e-075.37e-0755
hsa00020ColorectumADCitrate cycle (TCA cycle)20/209230/84651.43e-061.77e-051.13e-0520
hsa01230ColorectumADBiosynthesis of amino acids28/209275/84659.99e-033.89e-022.48e-0228
hsa012001ColorectumADCarbon metabolism55/2092115/84655.53e-088.42e-075.37e-0755
hsa000201ColorectumADCitrate cycle (TCA cycle)20/209230/84651.43e-061.77e-051.13e-0520
hsa012301ColorectumADBiosynthesis of amino acids28/209275/84659.99e-033.89e-022.48e-0228
hsa000202ColorectumSERCitrate cycle (TCA cycle)16/158030/84652.06e-052.74e-041.99e-0416
hsa012002ColorectumSERCarbon metabolism40/1580115/84652.77e-053.41e-042.47e-0440
hsa012302ColorectumSERBiosynthesis of amino acids23/158075/84658.11e-034.14e-023.01e-0223
hsa000203ColorectumSERCitrate cycle (TCA cycle)16/158030/84652.06e-052.74e-041.99e-0416
hsa012003ColorectumSERCarbon metabolism40/1580115/84652.77e-053.41e-042.47e-0440
hsa012303ColorectumSERBiosynthesis of amino acids23/158075/84658.11e-034.14e-023.01e-0223
hsa012004ColorectumMSSCarbon metabolism43/1875115/84651.37e-041.17e-037.19e-0443
hsa000204ColorectumMSSCitrate cycle (TCA cycle)16/187530/84651.84e-041.47e-039.00e-0416
hsa012005ColorectumMSSCarbon metabolism43/1875115/84651.37e-041.17e-037.19e-0443
hsa000205ColorectumMSSCitrate cycle (TCA cycle)16/187530/84651.84e-041.47e-039.00e-0416
hsa0002014EsophagusESCCCitrate cycle (TCA cycle)27/420530/84653.48e-061.94e-059.95e-0627
hsa0120023EsophagusESCCCarbon metabolism79/4205115/84652.50e-051.21e-046.22e-0579
hsa0123023EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
hsa0002015EsophagusESCCCitrate cycle (TCA cycle)27/420530/84653.48e-061.94e-059.95e-0627
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
IDH3BSNVMissense_Mutationnovelc.46T>Ap.Ser16Thrp.S16Tprotein_codingtolerated(0.51)benign(0.012)TCGA-A8-A08P-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
IDH3BSNVMissense_Mutationc.175N>Tp.Val59Leup.V59Lprotein_codingdeleterious(0)possibly_damaging(0.902)TCGA-C8-A1HJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IDH3BSNVMissense_Mutationnovelc.947G>Ap.Gly316Aspp.G316Dprotein_codingdeleterious(0.03)probably_damaging(0.969)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
IDH3BSNVMissense_Mutationc.1003C>Gp.His335Aspp.H335Dprotein_codingdeleterious(0)benign(0.444)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
IDH3BSNVMissense_Mutationrs760302966c.107N>Tp.Ser36Leup.S36Lprotein_codingtolerated(0.63)benign(0.001)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
IDH3BSNVMissense_Mutationrs374080382c.1154C>Tp.Ser385Leup.S385Lprotein_codingdeleterious_low_confidence(0.03)benign(0.003)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
IDH3BSNVMissense_Mutationrs764236244c.380N>Tp.Ser127Phep.S127Fprotein_codingdeleterious(0)probably_damaging(0.919)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
IDH3BSNVMissense_Mutationnovelc.181N>Tp.Pro61Serp.P61Sprotein_codingdeleterious(0.03)possibly_damaging(0.652)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
IDH3BSNVMissense_Mutationc.950N>Ap.Arg317Lysp.R317Kprotein_codingtolerated(1)benign(0.065)TCGA-AX-A064-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IDH3BSNVMissense_Mutationrs770148916c.196N>Ap.Ala66Thrp.A66Tprotein_codingtolerated(0.15)benign(0.202)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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